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Machine Learning & Data Science · head to head

Databricks vs Odoo Inventory

Databricks logo

Databricks

Machine Learning & Data Science

Unified analytics platform for data engineering and data science

From
Free
Rated
-
Full reviewWebsite
Odoo Inventory logo

Odoo Inventory

Inventory Management

Open source inventory management module

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Databricks cloud compute is billed separately by the cloud provider on top of Databricks DBU charges; Odoo Inventory the One App Free plan covers a single app, so using Inventory alongside another Odoo app moves the account onto a paid plan
  • They diverge on capability: Databricks covers Delta Lake, Odoo Inventory covers Inventory management.

Where they differ

Only the attributes on which Databricks and Odoo Inventory actually diverge.

Attributes where Databricks and Odoo Inventory differ
AttributeDatabricksOdoo Inventory
Pricing modelusage-basedsubscription
PlatformsWeb, Aws, Azure, GcpWeb, Mobile app, Cloud/On-premise
CategoryMachine Learning & Data ScienceInventory Management
Founded20132005

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Databricks

  • Delta Lake
  • Apache Spark
  • MLflow
  • Unity Catalog
  • Photon Engine
  • Collaborative Notebooks
  • Auto-scaling
  • AWS

Only in Odoo Inventory

  • Inventory management
  • Barcode scanning
  • Multi-warehouse
  • Automated replenishment
  • Odoo ERP modules
  • E-commerce
  • Manufacturing
  • Accounting

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Databricks

  • Running Spark data engineering pipelines on managed clustersnot Odoo Inventory
  • Building a lakehouse over data in cloud object storagenot Odoo Inventory
  • Training and serving machine learning models alongside the datanot Odoo Inventory

Odoo Inventory

  • Tracking stock across multiple warehouses and locationsnot Databricks
  • Running receipts, deliveries and internal transfersnot Databricks
  • Connecting inventory to Odoo sales, purchasing and manufacturingnot Databricks

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Databricks

  • Cloud compute is billed separately by the cloud provider on top of Databricks DBU charges
  • The free trial lasts 14 days
  • Discounts require a Committed Use Contract, with larger commitments needed for larger discounts
  • Azure Databricks pricing is set by Microsoft rather than by Databricks
  • Security and compliance capabilities are sold as separate platform add ons rather than included in the base rate

Odoo Inventory

  • The One App Free plan covers a single app, so using Inventory alongside another Odoo app moves the account onto a paid plan
  • The Standard plan at $16.90 per user per month is restricted to Odoo Online hosting
  • Odoo.sh and on premise hosting require the Custom plan at $25.50 per user per month
  • Odoo Studio, multi company management and external API access require the Custom plan
  • Billing is per user, defined as any employee with backend access to create, view or edit documents
  • The advertised discounted rates apply for the first 12 months, after which the list rates of $21.10 and $31.90 per user per month apply

Pricing, plan by plan

Databricks

Free
  • Community EditionFree
    • Limited cluster
    • Notebook environment
    • Community support
  • Standard$0.07/DBU
    • Jobs compute
    • SQL compute
    • Standard support

Odoo Inventory

Free
  • CommunityFree
    • Open source
    • Basic features
    • Community support
  • Standard$20/month
    • Full features
    • Hosting included
    • Email support
  • Custom$40/month
    • Customization
    • Studio access
    • Priority support

Which should you pick?

Choose Databricks if

  • You need delta lake.
  • You want to start without paying.
  • You work on Web, Aws, Azure, Gcp.
  • You also want apache spark.
Databricks review

Choose Odoo Inventory if

  • You need inventory management.
  • You want to start without paying.
  • You work on Web, Mobile app, Cloud/On-premise.
  • You also want barcode scanning.
Odoo Inventory review

Questions people ask

Is Databricks or Odoo Inventory better?
Neither clearly leads. Databricks starts at Free and Odoo Inventory at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databricks or Odoo Inventory?
Databricks starts at Free and Odoo Inventory at Free.
Does Databricks or Odoo Inventory run on more platforms?
Databricks runs on Web, Aws, Azure, Gcp. Odoo Inventory runs on Web, Mobile app, Cloud/On-premise.
Can I use Databricks for free?
Both have a free tier, so you can try either at no cost before committing.
What is Databricks best used for?
Databricks is most often used for running spark data engineering pipelines on managed clusters, building a lakehouse over data in cloud object storage, training and serving machine learning models alongside the data. Of those, running spark data engineering pipelines on managed clusters and building a lakehouse over data in cloud object storage are not what Odoo Inventory is typically brought in for.
What can Databricks do that Odoo Inventory cannot?
Databricks covers Delta Lake, Apache Spark, MLflow, Unity Catalog. Odoo Inventory covers Inventory management, Barcode scanning, Multi-warehouse, Automated replenishment. Both handle Web support.
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